MLcomp version alpha Statistics: 2081 users, 670 datasets, 390 programs, 18946 runs (0 queued, 0 running), 0 workers

Run 15954

Creator	pepin_de_landen
Program	bonzaiboost-n200-d2
Dataset	fs50k
Task type	MulticlassClassification
Created	1y103d ago

Status: Done!

Total Time	13m59s
Max Memory Usage	145M
Domain	BinaryClassification
Learn time
Train error	0.203
Predict train time
Test error	0.219
Predict test time

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Run specification

• supervised-learning: Main entry for supervised learning for training and testing a program on a dataset.
  • (learner:Program) binary-to-multi: Allows multiclass classification to be run on binary classification datasets (trivial reduction).
    • (multiclassLearner:Program[MulticlassClassification]) bonzaiboost-n200-d2: 200 turns of AdaBoost.MH over two levels decision trees
  • (dataset:Dataset) fs50k:
  • (stripper:Program[Strip]) binary-utils: Validates and inspects a dataset in BinaryClassification format.
  • (evaluator:Program[Evaluate]) classification-evaluator: Evaluates predictions of classification datasets (discrete outputs).

Results

• doTest:
  • evaluate:
    • errorRate: 0.218559898214783
    • numErrors: 5497
    • numExamples: 25151
    • success: true
    • time: 3
  • predict:
    • predict:
      • success: true
      • time: 18
    • success: true
    • time: 19
  • strip:
    • success: true
    • time: 1
• doTrain:
  • evaluate:
    • errorRate: 0.203099140462335
    • numErrors: 15217
    • numExamples: 74924
    • success: true
    • time: 7
  • predict:
    • predict:
      • success: true
      • time: 53
    • success: true
    • time: 56
  • strip:
    • success: true
    • time: 4
• exitCode: 0
• learn:
  • learn:
    • success: true
    • time: 746
  • success: true
  • time: 750
• success: true

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